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1. 发明申请

WO2014031044A1 METHOD AND NODE FOR ENABLING AUTOMATIC DEPLOYMENT OF RESOURCE COMPONENTS 审中-公开
标题翻译：启动资源部件自动部署的方法和节点
公开(公告)号：WO2014031044A1
公开(公告)日：2014-02-27
申请号：PCT/SE2012/050893
申请日：2012-08-23
申请人： TELEFONAKTIEBOLAGET LM ERICSSON (publ) , CURESCU, Calin , MAZMANOV, Dimitri , NIEMOELLER, Joerg , VANDIKAS, Konstantinos
发明人： CURESCU, Calin , MAZMANOV, Dimitri , NIEMOELLER, Joerg , VANDIKAS, Konstantinos
IPC分类号： G06F9/50 , H04L29/08
CPC分类号： H04L67/1002 , G06F9/5072
摘要： A method and a resolution node (100) for enabling automatic deployment of resource components used for execution of an application (110) in a communications system. The method comprises: determining a prerequisite of the application (110),matching the prerequisite of the application (110) with resource components indicated in a resource component record,selecting at least one resource component from the resource component record which matches said prerequisite of the application (110), generating a specification comprising the at least one selected resource component, and providing the specification to an application environment (150), thereby enabling deployment in the application environment (150) of the at least one resource component needed for execution of the application in the communications system.
摘要翻译：一种用于在通信系统中实现用于执行应用（110）的资源组件的自动部署的方法和分辨率节点（100）。该方法包括：确定应用程序的先决条件（110），将应用程序（110）的先决条件与资源组件记录中指示的资源组件进行匹配，从资源组件记录中选择至少一个资源组件，该资源组件符合应用（110），生成包括所述至少一个所选择的资源组件的规范，以及向所述应用环境（150）提供所述规范，从而使得能够在所述应用环境（150）中部署所述至少一个资源组件，在通信系统中的应用。

2. 发明申请

WO2014035309A1 RE-CONFIGURATION IN CLOUD COMPUTING ENVIRONMENTS 审中-公开
标题翻译：云计算环境中的重新配置
公开(公告)号：WO2014035309A1
公开(公告)日：2014-03-06
申请号：PCT/SE2012/050931
申请日：2012-09-03
申请人： TELEFONAKTIEBOLAGET L M ERICSSON (publ) , NIEMOELLER, Joerg , CURESCU, Calin , MAZMANOV, Dimitri , VANDIKAS, Konstantinos
发明人： NIEMOELLER, Joerg , CURESCU, Calin , MAZMANOV, Dimitri , VANDIKAS, Konstantinos
IPC分类号： G06F9/50
CPC分类号： G06F8/65 , G06F9/5077 , H04L47/783 , H04L67/10
摘要： There is provided a data structure for re-configuration of an application hosted in a cloud computing environment. The data structure comprises a software template for use in a software scheme. The software template describes a flow of actions executable by a cloud management unit in the cloud computing environment for re-configuration of an application hosted by the management unit and executable by the management unit using the software scheme. The software template comprises software instructions comprising a first portion of software instructions non-editable by a programming interface unit of the hosted application. The software template allows for a second portion of software instructions to be added to the software template by the programming interface unit of the hosted application. Methods and devices for re-configuration using the data structure are also provided.
摘要翻译：提供了用于重新配置云计算环境中托管的应用程序的数据结构。数据结构包括用于软件方案的软件模板。软件模板描述了云计算环境中由云管理单元执行的动作流程，用于重新配置由管理单元托管的应用并且可由管理单元使用软件方案执行。该软件模板包括软件指令，其包括由该托管应用程序的编程接口单元不可编辑的软件指令的第一部分。软件模板允许第二部分软件指令通过托管应用程序的编程接口单元添加到软件模板中。还提供了使用数据结构重新配置的方法和设备。

3. 发明申请

WO2009141000A1 COMPOSITE SERVICES PROVISION WITHIN A TLECOMMUNICATIONS NETWORK 审中-公开
标题翻译：在通信网络中的复合服务规定
公开(公告)号：WO2009141000A1
公开(公告)日：2009-11-26
申请号：PCT/EP2008/056182
申请日：2008-05-20
申请人： TELEFONAKTIEBOLAGET LM ERICSSON (PUBL) , NIEMOELLER, Joerg , FIKOURAS, Ioannis , LEVENSHTEYN, Roman , VANDIKAS, Konstantinos
发明人： NIEMOELLER, Joerg , FIKOURAS, Ioannis , LEVENSHTEYN, Roman , VANDIKAS, Konstantinos
IPC分类号： H04L29/06 , H04M3/42 , H04L12/14
CPC分类号： H04L41/5051 , H04L65/1096 , H04L67/10 , H04M3/2254 , H04M3/42127 , H04M3/42144 , H04M15/00 , H04M15/41 , H04M15/55 , H04M15/59 , H04M15/8044 , H04M15/8061 , H04M2215/0164 , H04M2215/44 , H04M2215/745 , H04M2215/7471
摘要： The invention refers to a method of correlatinga plurality of service instances by a service composition entity (10), wherein the services are performed by one or a plurality of servers (11, 12) of a telecommunications network. Thereto, the service composition entity (10) performs the steps of invoking a composite service instance corresponding to the service request, and generating a composite service identifier identifying this composite service instance, contacting the one or a plurality of application servers for invoking the plurality of component service instances, wherein the plurality of component service instances are associated to the composite service instance, and sending a first service report (M103, M203) comprising an information about the composite service instance to a service supervision system (13, 23), wherein this information enables the service supervision system (13, 23) to identify reports about the component service instances as being associated to the composite service instance. The invention further proposes a service composition entity for correlating the plurality of service instances, and a service supervision system for monitoring, supervising or controlling the composite service instance.
摘要翻译：本发明涉及一种由服务组合实体（10）对多个服务实例进行相关的方法，其中由电信网络的一个或多个服务器（11,12）执行服务。此外，服务组合实体（10）执行调用与服务请求相对应的复合服务实例的步骤，以及生成识别该复合服务实例的组合服务标识符，联系一个或多个应用服务器以调用多个组件服务实例，其中所述多个组件服务实例与组合服务实例相关联，以及将包括关于组合服务实例的信息的第一服务报告（M103，M203）发送到服务监控系统（13,23），其中该信息使得服务监督系统（13,23）能够将关于组件服务实例的报告识别为与复合服务实例相关联。本发明还提出了一种用于关联多个服务实例的服务组合实体，以及用于监视，监督或控制复合服务实例的服务监督系统。

4. 发明申请

WO2009132710A1 SELECTION OF A SERVICE WITHIN A TELECOMMUNICATIONS NETWORK 审中-公开
标题翻译：选择电信网络中的服务
公开(公告)号：WO2009132710A1
公开(公告)日：2009-11-05
申请号：PCT/EP2008/055877
申请日：2008-05-14
申请人： TELEFONAKTIEBOLAGET LM ERICSSON (PUBL) , NIEMOELLER, Joerg , LEVENSHTEYN, Roman , QUINET, Raphael , VANDIKAS, Konstantinos
发明人： NIEMOELLER, Joerg , LEVENSHTEYN, Roman , QUINET, Raphael , VANDIKAS, Konstantinos
IPC分类号： H04M15/00 , G06Q30/00
CPC分类号： H04M15/00 , G06Q30/02 , H04M15/28 , H04M15/46 , H04M15/51 , H04M15/52 , H04M15/58 , H04M15/8044 , H04M15/805 , H04M15/82 , H04M15/83 , H04M2215/0168 , H04M2215/0188 , H04M2215/14 , H04M2215/54 , H04M2215/56 , H04M2215/745 , H04M2215/7457 , H04M2215/78 , H04M2215/7886 , H04M2215/82 , H04M2215/825 , H04W4/24
摘要： The invention refers to selecting services in a communications network to be invoked with respect to a user terminal (10), comprising a method with the steps of receiving a request to provide a certain service with respect to a user terminal (10), identifying a plurality of service offers that are associated to the certain service, performing for each of the service offers a service price prediction based on a price information associated to each service offer and a service usage prediction associated to the user terminal (10), and performing a selection out of the service offers based on the service price prediction; further a service composition entity (13) and a database (15, 16) maintaining profiles comprising service usage prediction information with respect to the user terminal (10) is disclosed.
摘要翻译：本发明涉及在通信网络中选择要针对用户终端（10）进行调用的服务，该方法包括以下步骤：接收关于向用户终端（10）提供特定服务的请求，识别用户终端与特定服务相关联的多个服务提供，针对每个服务执行的服务提供基于与每个服务提供相关联的价格信息和与用户终端（10）相关联的服务使用预测的服务价格预测，以及执行根据服务价格预测选择服务提供; 公开了维护关于用户终端（10）的服务使用预测信息的维护简档的服务组合实体（13）和数据库（15,16）。

5. 发明申请

WO2011091844A1 METHOD, APPARATUS AND SYSTEM FOR INTERCEPTED TRIGGERING OF EXECUTION OF INTERNET SERVICES 审中-公开
标题翻译：互联网服务执行接触式触发的方法，装置和系统
公开(公告)号：WO2011091844A1
公开(公告)日：2011-08-04
申请号：PCT/EP2010/050909
申请日：2010-01-27
申请人： TELEFONAKTIEBOLAGET LM ERICSSON (publ) , VANDIKAS, Konstantinos , LUNDKVIST, Karl-Johan , FIKOURAS, Ioannis , ERIKSSON, Göran
发明人： VANDIKAS, Konstantinos , LUNDKVIST, Karl-Johan , FIKOURAS, Ioannis , ERIKSSON, Göran
IPC分类号： H04L29/08
CPC分类号： H04L67/02 , H04L67/2814 , H04L67/2819
摘要： The Invention relates to dynamic execution or triggering of internet services. A dynamic execution of internet services accordingly comprise intercepting (S2OO) a first message sent from a source entity to a destination entity to obtain an intercepted message; determining (S200) whether at least one triggering condition Is given based on said intercepted message, the triggering condition associated to execution of at least one internet service; invoking (S300) said at least one internet service, if it is determined that said at least one triggering condition is given; creating (S400) a second message based on said at least one invoked internet service.
摘要翻译：本发明涉及互联网服务的动态执行或触发。相应地，互联网服务的动态执行包括截取（S200）从源实体发送到目的地实体的第一消息以获得被拦截的消息; 确定（S200）是否基于所述截取的消息给出至少一个触发条件，与至少一个因特网服务的执行相关联的触发条件; 如果确定给出所述至少一个触发条件，则调用（S300）所述至少一个因特网服务; 基于所述至少一个被调用的互联网服务创建（S400）第二消息。

6. 发明申请

WO2011076236A1 SERVICE SELECTION FOR REDUCED COMPOSITION COST 审中-公开
标题翻译：服务选择降低组成成本
公开(公告)号：WO2011076236A1
公开(公告)日：2011-06-30
申请号：PCT/EP2009/009245
申请日：2009-12-23
申请人： TELEFONAKTIEBOLAGET L M ERICSSON (PUBL) , VANDIKAS, Konstantinos , LEVENSHTEYN, Roman , NIEMOELLER, Joerg , FREITER, Eugen
发明人： VANDIKAS, Konstantinos , LEVENSHTEYN, Roman , NIEMOELLER, Joerg , FREITER, Eugen
IPC分类号： G06Q10/00 , H04L29/06 , H04L12/24
CPC分类号： G06Q10/00 , H04L29/06 , H04L41/00 , H04L67/16
摘要： It is described a concept for a service selection of at least two services of a composite service wherein a composite service description (100) of the composite service includes at least two service templates (102a, 102b, 102c), each of which defines at least one constraint for a service wherein the service is to be executed in place of the service template to thereby constitute part of the composite service. From service database there is selected for each service template a corresponding candidate set comprising at least one service matching the at least one constraint of the service template. Subsequently or at least partially simultaneously for each of the at least two service templates (102a, 102b, 102c), from the corresponding candidate set one service is selected so as to provide, based on a predetermined cost metric, for a reduced composition cost. The predetermined cost metric may include a latency metric, an energy efficiency metric, a co-location metric or a traffic metric, etc.
摘要翻译：描述了用于组合服务的至少两个服务的服务选择的概念，其中组合服务的组合服务描述（100）包括至少两个服务模板（102a，102b，102c），每个服务模板至少限定服务的一个约束，其中将执行服务来代替服务模板，从而构成复合服务的一部分。从服务数据库，为每个服务模板选择包括与服务模板的至少一个约束匹配的至少一个服务的对应候选集。随后或至少部分地同时对于至少两个服务模板（102a，102b，102c）中的每一个，从相应的候选集合中选择一个服务，以便基于预定的成本度量来提供降低的组合成本。预定成本度量可以包括等待时间度量，能量效率度量，共位置度量或业务度量等。

7. 发明申请

WO2023012230A2 GENERATIVE ADVERSARIAL-BASED ATTACK IN FEDERATED LEARNING 审中-公开
公开(公告)号：WO2023012230A2
公开(公告)日：2023-02-09
申请号：PCT/EP2022/071853
申请日：2022-08-03
申请人： TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
发明人： TAGHIA, Jalil , DEMARTIS, Matteo , VANDIKAS, Konstantinos , ICKIN, Selim
IPC分类号： G06N3/094 , G06N3/098 , G06N3/045 , G06N3/0475 , G06N3/063 , G06N7/01
摘要： A method performed by a client node is provided for generating a generative adversarial network (GAN)‐based attack for disruption of a global federated learning model. The method includes setting an attack strength factor to a value; and training the GAN using the attack strength factor and an initial adversarial dataset to obtain a malicious weight matrix. The initial adversarial dataset is generated from or by initial weights matrix received from a network node of the global federated learning model and initial malicious weights derived from an initial attack on the global federated learning model that used a deterministic attack to obtain the malicious weight matrix. The method further includes generating the GAN‐based attack comprising an updated malicious weight matrix; and sending the updated malicious weight matrix to the network node.

8. 发明申请

WO2023011992A1 ORCHESTRATING ACQUISITION OF TRAINING DATA 审中-公开
公开(公告)号：WO2023011992A1
公开(公告)日：2023-02-09
申请号：PCT/EP2022/070979
申请日：2022-07-26
申请人： TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
发明人： OLSSON, Hjalmar , VANDIKAS, Konstantinos , ALABBASI, Abdulrahman , SANDERS, Erik , BERGGREN, Karl Viktor , SHOKRI GHADIKOLAEI, Hossein
IPC分类号： H04L41/16 , H04L43/08 , G06N20/00
摘要： A method (200) is disclosed for orchestrating acquisition of a quantity of communication network data for training a target Machine Learning (ML) model for use by a communication network node. The method comprises obtaining a representation of a data acquisition state for the communication network data (210) and using an orchestration ML model to map the representation of the data acquisition state to a first amount of the communication network data to be collected from sources of the communication network data, and a remaining amount of the communication network data to be generated using a generative model (220). The method further comprises, when sufficient data has been collected (240), causing a generative model for the communication network data to be trained using the collected communication network data (250), and causing the remaining amount of the communication network data to be generated using the trained generative model (260).

9. 发明申请

WO2023280380A1 METHODS AND APPARATUS FOR BEAM MANAGEMENT 审中-公开
公开(公告)号：WO2023280380A1
公开(公告)日：2023-01-12
申请号：PCT/EP2021/068519
申请日：2021-07-05
申请人： TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
发明人： KARAPANTELAKIS, Athanasios , VANDIKAS, Konstantinos , TESLENKO, Maxim , NIKOU, Alexandros , VULGARAKIS FELJAN, Aneta , ELEFTHERIADIS, Lackis , ORLIC, Marin , DAOUTIS, Marios
IPC分类号： H04B7/06 , H04B7/08
摘要： Methods and apparatus for beam management are provided. A computer-implemented method for beam management comprises obtaining measurements of one or more properties of an environment, wherein the environment contains one or more User Equipments (UEs). The method further comprises initiating transmission of the obtained property measurements to a machine learning (ML) agent hosting a ML model, and receiving the transmitted property measurements at the ML agent. The method also comprises processing the received property measurements using the ML model to suggest one or more beam options for exchanging data with the one or more UEs, from among a plurality of beam options, and selecting, using the one or more suggested beam options, at least one of the one or more suggested beam options. The method additionally comprises exchanging data with the one or more UEs using the selected beam options.

10. 发明申请

WO2022182272A1 METHOD FOR COMMUNICATIONS NETWORK ANALYSIS USING TRAINED MACHINE LEARNING MODELS AND NETWORK TOPOGRAPHY INFORMATION 审中-公开
公开(公告)号：WO2022182272A1
公开(公告)日：2022-09-01
申请号：PCT/SE2021/050158
申请日：2021-02-25
申请人： TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
发明人： BATISTA, Pedro , DAOUTIS, Marios , VANDIKAS, Konstantinos , PREVITI, Alessandro , JIN, Yifei , VULGARAKIS FELJAN, Aneta
IPC分类号： H04W24/00 , G06N3/08 , G06N20/00 , H04L12/24 , H04L12/26
摘要： A method for communications network analysis comprises obtaining one or more trained machine learning (ML) models of one or more types of components of the communications network, and using the obtained trained ML models and network topography information to generate a target ML model that represents a network topography of the communications network. Values of one or more Key Performance Indicators (KPIs) of the communications network are predicted using the generated target ML model, and values of one or more KPIs of the communications network are monitored at network endpoints. The predicted and monitored KPI values are used to detect when one or more of the monitored KPI values deviate from the corresponding predicted KPI values. When it is detected that a monitored KPI value from among the one or more monitored KPI values deviates from the corresponding predicted KPI value, components within the communications network that are candidates for the cause of the deviation of the monitored KPI value are identified.

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